Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
Search & Filter
Humor / Satire
4,434 comments
No KFC no curry
No KFC no curry
Brief, cryptic joke or sarcastic comment playing on cultural stereotypes about food.
Humor / Satire
0.88
HorrorGamerNerd
Feb 3, 2026
damn bro, this white dude with the vest is going crazy against africans 😂😂
damn bro, this white dude with the vest is going crazy against africans 😂😂
Joking observation about video content using casual language and emojis, treating the scene as entertainment rather than serious commentary.
Humor / Satire
0.88
bk19981
Jan 27, 2026
More Like Brapton
More Like Brapton
A brief pun/wordplay on 'Brampton' suggesting satirical commentary on the city name.
Humor / Satire
0.88
UberSARS
Jan 27, 2026
Can you imagine if Trump was articulate like Trudeau? Lol ?
Can you imagine if Trump was articulate like Trudeau? Lol ?
Uses ironic humor to contrast Trump's lack of articulation with Trudeau's communication skills.
@Uberboogie
Mar 4, 2025
Haha, Justin trying too be tough
Haha, Justin trying too be tough
Mocking commentary using humor ('Haha') to satirize Trudeau's attempt to project toughness.
Humor / Satire
0.88
@MarineMT-0312
Mar 4, 2025
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
Humorously comments on a specific moment in the video, finding entertainment in someone's passionate delivery.
attache675
Jan 27, 2026
I thought I was sightseeing India!😂
I thought I was sightseeing India!😂
Uses joking tone with emoji to sarcastically comment on the video's content or setting.
Humor / Satire
0.88
marthadaffue3430
Feb 24, 2026
What's the border of India and Pakistan? Bovaird & Hwy 10 That was a joke.... from the 2000s!
What's the border of India and Pakistan?
Bovaird & Hwy 10
That was a joke.... from the 2000s!
The commenter makes a joke about the India-Pakistan border and explicitly identifies it as humor from the 2000s, using sarcasm and wordplay.
Humor / Satire
0.88
T-Nah
Jan 27, 2026
8:20 that vid with terrible stinky armpits lol
8:20 that vid with terrible stinky armpits lol
Crude joke referencing a specific timestamp in the video with no substantive immigration commentary.
Humor / Satire
0.88
HERNANCAMPOS-u6v
Feb 7, 2026
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Uses sarcastic irony to critique the video creator's apparent surprise at finding ethnic communities in their own neighborhoods, comparing to Italian neighborhoods.
d73gg91
Jan 28, 2026
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Uses exaggerated stereotypical speech patterns and absurd claims (e.g., 'we love ur women') as satirical mockery of Indian immigrants.
KillerCorvo
Jan 28, 2026
Welp, looks like it's America Last now.
Welp, looks like it's America Last now.
Uses ironic wordplay reversing 'America First' to 'America Last,' commenting sarcastically on Trump's policy priorities.
Humor / Satire
0.88
@GeekGamer666
Mar 4, 2025
Donald..just donald..hahaha.\nDonald.. now you listen..
Donald..just donald..hahaha.\nDonald.. now you listen..
Playful, repetitive mockery of Trump's speaking style using exaggerated dialogue and laughter.
Humor / Satire
0.88
@mustapakamalmohamedkassim3336
Mar 4, 2025
In the role as President, Trump is not an Apprentice anymore, but still He's Fired.
In the role as President, Trump is not an Apprentice anymore, but still He's Fired.
Uses wordplay ('Apprentice'/'Fired') as ironic commentary on Trump's presidency and competence.
Humor / Satire
0.88
@laman8914
Mar 4, 2025
Aussie here. We’re just keeping our heads down and hoping that Trump can’t find us on a map ?
Aussie here. We’re just keeping our heads down and hoping that Trump can’t find us on a map ?
Self-identified Australian using ironic humor about Trump's geographic knowledge and Australia's distance from US political conflict.
@Dinki-Di
Mar 4, 2025
Not once did he thank President Trump for the honor of living in America's 51'st state either... Imagine the nerve.. Right JD?
Not once did he thank President Trump for the honor of living in America's 51'st state either... Imagine the nerve.. Right JD?
Uses sarcastic irony by referring to Canada as America's '51st state' and mocking Trudeau's supposed lack of gratitude.
@jeff95050
Mar 4, 2025
Trump and Trudeau should settle this over a friendly chess match. Case closed
Trump and Trudeau should settle this over a friendly chess match. Case closed
Satirical suggestion to resolve political conflict through a chess match rather than serious engagement.
Humor / Satire
0.88
@tye829
Mar 4, 2025
Trump crazy lol ???
Trump crazy lol ???
Brief dismissive joke about Trump using casual language and emoji, expressing mockery rather than substantive critique.
Humor / Satire
0.88
@jokerdaclapper9212
Mar 4, 2025
I often reference Justin Trudeau when making big decisions. I think what would Justin do in this situation…..then I do the opposite. It works like a charm. Shut up Justin no one cares what you …
I often reference Justin Trudeau when making big decisions. I think what would Justin do in this situation…..then I do the opposite. It works like a charm. Shut up Justin no one cares what you think.
Uses sarcastic humor to mock Trudeau's decision-making, framing him as a negative reference point.
@dustinpaul8968
Mar 4, 2025
the only lie was when he said Trump was smart
the only lie was when he said Trump was smart
Uses sarcastic humor to critique Trump's intelligence by sarcastically calling him smart.
Humor / Satire
0.88
@matternst5310
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)